Enumerating Safe Regions in Deep Neural Networks with Provable Probabilistic Guarantees.
Luca MarzariDavide CorsiEnrico MarchesiniAlessandro FarinelliFerdinando CicalesePublished in: CoRR (2023)
Keyphrases
- neural network
- pattern recognition
- artificial neural networks
- back propagation
- probabilistic model
- fault diagnosis
- salient features
- neural nets
- spatial relationships
- self organizing maps
- bayesian networks
- data driven
- input image
- fuzzy logic
- keypoints
- probabilistic logic
- probabilistic reasoning
- feed forward
- multilayer perceptron
- recurrent neural networks
- training data
- genetic algorithm
- theoretical guarantees
- deep learning
- fuzzy systems
- multi layer
- conditional probabilities
- parameter space
- region of interest
- special case